How do their growth rates compare?

Dagster has a month-over-month growth rate of -18.5%; Gitlights has -100%.

How does pricing compare?

Dagster: Free Trial, Paid, Contact for Pricing. Freemium and open source. The core orchestration framework is free and self-hostable under an open-source licence, and there is a free entry tier for Dagster+. Paid team and business plans scale with usage, while enterprise deployments — branch deployments, hybrid compute, governance and SSO — are quoted through sales. Gitlights: Free Trial, Paid. 15-day free trial with full Base plan access. Paid tiers: Base at $14.9/month, Advanced at $24.9/month (up to 5 shared GitHub users) and Enterprise at $34.9/month (up to 10 shared users). A one-time Historical Data Pack at $89.9 retrieves up to 6 months of past activity.

What are alternatives to Dagster and Gitlights?

Other tools in related categories include Zapier, n8n, Dify, Labelbox, Convex.

Dagster vs Gitlights — Traffic (105.56K vs 0), Pricing & Verdict

Open AI Tools

Dagster vs Gitlights — Traffic (105.56K vs 0), Pricing & Verdict | Open AI Tools

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Dagster	Gitlights
Official Domain	dagster.io	gitlights.com
Pricing Model	Free Trial, Paid, Contact for Pricing	Free Trial, Paid
Monthly Visits	105.56K (105,563)	0 (0)
MoM Traffic Delta	-24K (-18.5%)	-1.38K (-100%)
Primary Market & Share	🇨🇳 China (19.6%)	🌐 Global (—)
Direct Visits / mo	25.74K	0
User Rating	4.4	4
Supported Platforms	Website	Website

Dagster

AI-native data orchestration for trustworthy pipelines

Gitlights

See each developer's real contribution in the age of AI-generated code

Contribution Analytics Beyond Lines of Code

Analyzes commits, pull requests, reviews and discussion to show the decisions and architectural impact behind each developer's work, not just output volume.

Developer Radar and Developer Map

Visual views that compare contributors across dimensions so team leads can spot strengths, gaps and shifts in how each person is contributing.

AI Weekly and Monthly Reviews

Automatically generated summaries of repository and team activity, giving engineering managers a regular narrative they can share or act on.

One-Click GitHub Marketplace Install

Install from the GitHub Marketplace, choose which repositories to analyze, and data loads within minutes with daily automatic updates.